JSON twin: https://www.healthaidb.com/software/mostly-ai.json
MOSTLY AI
https://mostly.ai/synthetic-data-platform
MOSTLY AI is a synthetic data platform and open-source SDK that generates high-fidelity, privacy-preserving structured and text data for AI/ML, analytics, testing and data sharing in regulated environments such as healthcare and life sciences.
Enterprise-ready data intelligence platform plus a permissive open-source Synthetic Data SDK (Apache 2.0) that trains generative models for tabular, time-series and text data. Provides local or cloud deployment, built-in privacy controls (differential privacy, privacy/fidelity reports), exportable generators, integrations with data platforms (e.g., Databricks, AWS marketplace), and compliance posture including SOC 2 and HIPAA support for healthcare use cases.
yes
2017
Options for on-prem/private-cloud/air-gapped deployments; regional cloud hosting options (EU and other regions supported)
P1085
2025-09-07
SDK: Apache-2.0 (open source); Platform: commercial/proprietary (enterprise license)
Contact vendor for enterprise pricing; offers free tier/SDK for evaluation and a start-for-free option for the platform—request demo or sign up on vendor site.
enterprise_quote
2017
SaaS-hosted or on-prem/private-cloud (air-gapped) deployments; Python runtime for SDK
product
1.0
{
"company_name": "MOSTLY AI",
"company_url": "https://mostly.ai",
"company_offices": [
"Austria",
"United States"
],
"company_founding": "2017",
"product_url": "https://mostly.ai/synthetic-data-platform",
"categories": [
"data anonymization",
"synthetic data",
"analytics",
"AI/ML training",
"testing & QA",
"data sharing",
"simulated data"
],
"market_segment": [
"enterprise",
"smb"
],
"links": [
"https://mostly.ai",
"https://mostly.ai/synthetic-data-platform",
"https://mostly.ai/features",
"https://mostly.ai/docs",
"https://mostly.ai/privacy",
"https://mostly.ai/pricing",
"https://elion.health/products/mostly-ai",
"https://www.g2.com/products/mostly-ai-synthetic-data-platform/reviews",
"https://www.linkedin.com/company/mostlyai",
"https://mostly.ai/imprint"
],
"summary": "MOSTLY AI is a synthetic data platform and open-source SDK that generates high-fidelity, privacy-preserving structured and text data for AI/ML, analytics, testing and data sharing in regulated environments such as healthcare and life sciences.",
"description": "Enterprise-ready data intelligence platform plus a permissive open-source Synthetic Data SDK (Apache 2.0) that trains generative models for tabular, time-series and text data. Provides local or cloud deployment, built-in privacy controls (differential privacy, privacy/fidelity reports), exportable generators, integrations with data platforms (e.g., Databricks, AWS marketplace), and compliance posture including SOC 2 and HIPAA support for healthcare use cases.",
"target_users": [
"data scientists",
"ML engineers",
"healthcare analytics teams",
"clinical researchers",
"IT/data engineering",
"product/QA teams",
"compliance/privacy teams",
"life sciences researchers"
],
"specialties": [
"healthcare analytics",
"clinical research",
"pharma / life sciences",
"payer analytics",
"hospital & health system data",
"software testing / QA"
],
"regions_available": [
"United States",
"European Union",
"United Kingdom",
"Canada",
"Australia",
"Global"
],
"languages_supported": [
"English"
],
"pricing_model": "enterprise_quote",
"pricing_details": "Contact vendor for enterprise pricing; offers free tier/SDK for evaluation and a start-for-free option for the platform—request demo or sign up on vendor site.",
"license": "SDK: Apache-2.0 (open source); Platform: commercial/proprietary (enterprise license)",
"deployment_model": [
"SaaS",
"on_prem",
"private_cloud",
"air_gapped"
],
"os_platforms": [
"Web",
"Linux",
"macOS",
"Windows"
],
"features": [
"synthetic data generation (realistic, stat-preserving)",
"privacy-by-design default anonymization",
"Synthetic Data SDK",
"model overfitting prevention",
"rare category protection",
"extreme value protection",
"extreme sequence length protection",
"random-draw synthesis",
"mock data generation for testing/QA",
"simulated data / data-driven simulations",
"data sharing / data democratization tooling",
"privacy configuration defaults",
"privacy protection validation and metrics",
"AI Assistant (data-native workspace)"
],
"optional_modules": [
"AI Assistant",
"Synthetic Data SDK (client-side SDKs)",
"Simulated Data module",
"Mock Data module"
],
"integrations": [],
"data_standards": [],
"api_available": "yes",
"system_requirements": "SaaS-hosted or on-prem/private-cloud (air-gapped) deployments; Python runtime for SDK",
"compliance": [
"GDPR",
"CCPA/CPRA",
"HIPAA",
"PDPA",
"APPI",
"SOC 2",
"ISO 27001"
],
"certifications": [
"SOC 2 Type II",
"ISO 27001"
],
"security_features": [
"encryption in transit and at rest",
"role-based access control (RBAC)",
"SSO / Keycloak-based authentication (SAML/OIDC)",
"audit logs",
"model memorization/overfitting protections",
"2FA"
],
"privacy_features": [
"default anonymization / privacy-by-design",
"rare category substitution",
"extreme value removal",
"sequence length protection",
"privacy-preserving model training and validation"
],
"data_residency": "Options for on-prem/private-cloud/air-gapped deployments; regional cloud hosting options (EU and other regions supported)",
"customers": [
"City of Vienna",
"Telefonica",
"Erste Group",
"New York-Presbyterian (referenced case)",
"Unnamed Fortune 100 bank (referenced case)"
],
"user_reviews": [
"Helps maintain customer privacy and I can assure my customers that their sensitive data is safe.",
"Interface is easy to use — I don't have to write code to produce high-quality synthesized data.",
"High-fidelity synthetic data that preserves analytic value while protecting PII.",
"Useful for testing and sharing data with third parties without privacy risk."
],
"ratings": [
"G2: 4.5/5 (approx. 17 reviews)",
"AWS Marketplace: positive user reviews (no consolidated score)"
],
"support_channels": [
"email",
"ticketing",
"community"
],
"training_options": [
"documentation",
"webinars",
"live_online"
],
"release_year": "2017",
"integration_partners": [
"AWS Marketplace",
"GitHub (MOSTLY AI Synthetic Data SDK)"
],
"id": "P1085",
"slug": "mostly-ai",
"type": "product",
"version": "1.0",
"last_updated": "2025-09-07",
"links_json": {
"self": "https://www.healthaidb.com/software/mostly-ai.json"
}
}